@article{machinelearningdetectionofroadsurfacecon, title = {Machine Learning Detection of Road Surface Conditions: A Generalizable Model using Traffic Cameras and Weather Data}, author = {Carly Sutter and Kara J. Sulia and Nick P. Bassill and Christopher D. Wirz and Christopher D. Thorncroft and Jay C. Rothenberger and Vanessa Przybylo and Mariana G. Cains and Jacob Radford and David Aaron Evans}, year = {2025}, eprint = {2510.06440}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.06440}, }